dev moved: PR #994 landed engineering/deep-learning-book, which collides with
this branch on every headline-counter and registry surface.
Conflicts resolved in four files, keeping both sides' content:
- .claude-plugin/marketplace.json -- both plugin entries kept; the registry now
carries spinning-up-deep-rl and deep-learning-book. 99 plugins.
- CHANGELOG.md -- both Unreleased sections kept.
- CLAUDE.md, README.md -- dev's prose taken as the newer baseline, then this
branch's engineering-row entry restored and every counter re-derived rather
than hand-picked from either side.
Counters re-derived from the merged tree with derive_counters.py, which is the
ground truth, and trued up across all five surfaces: 388 skills, 99 plugins,
727 tools, 842 references, 118 agents, 150 commands.
Both changelog/CLAUDE.md delta lines are restated: each side was written against
its own base and both claimed 386 -> 387, which is no longer true of either now
that they land together. This branch's entry is now stated as the delta on top of
deep-learning-book.
Gates re-run on the resolved merge: no conflict markers left in the tree,
compileall, check_plugin_json --all, check_skill_names, check_paths,
check_frontmatter, check_dual_publish, check_model_freshness, smoke_scripts
(696/696), derive_counters --check, book_skill_validator --strict, and a
JSON/YAML parse of every file touched.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01UySnyf5upm4y8xhYA3w6yw
Requested as "convert deeplearningbook.org into a skill". Built as a companion
rather than a compilation, because the repo's own rights gate forbids the latter
for a public plugin.
Why not book-to-skill: its emitter refuses a shareable package without
public-domain / open-license / internal-docs / author-permission, none of which
applies to an MIT Press title whose site states its HTML-only format exists as a
friction against copying under the authors' contract. Its rights reference lists
publishing a compiled skill of a copyrighted book to a public marketplace under
"Do not", and its hard rule 1 forbids scraping a book from the web, so the
pipeline could not have run against a URL either.
What shipped instead: the compiled-skill shape (master SKILL.md ~2.0k tokens with
chapter and topic indexes, chapters/ch01..ch20, glossary, patterns, cheatsheet)
filled with original synthesis and linking to the official free chapters. No
passages, figures, or per-paragraph paraphrase. Passes book-to-skill's own
book_skill_validator.py clean, with every file inside token_budget_estimator's caps.
The differentiator is the delta layer. A compilation freezes a source at its
publication date; this one dates it. Every chapter carries "What changed after
2016", and references/book_to_2026_delta.md gives five corrections with primary
citations and per-claim confidence levels: double descent qualifying Ch 5's
U-curve, AdamW splitting weight decay from L2, transformers displacing Ch 10's
recurrence, diffusion growing out of Ch 18's score matching, and self-supervised
learning vindicating Ch 15 while replacing its methods. Two claims are marked
contested rather than propagated, two named as folklore.
Four stdlib-only tools, each with a real refusal:
- reading_path_planner.py — prerequisite closure over the book's actual dependency
graph; exit 3 for a goal the book does not cover, exit 4 with forcing questions
- training_diagnostics.py — Ch 11's rules in priority order, so a NaN is never
reported as overfitting; exit 4 rather than diagnosing with no instruments
- capacity_planner.py — regularization ladder in cost order, "shrink the model"
ranked last in the overparameterized regime; exit 4 on a val-below-train split
- model_arithmetic.py — params/FLOPs/activation memory for conv, linear, MHA and
LSTM/GRU stacks; exit 5 naming the layer whose shapes do not connect
Also: 4 references citing 7-8 sources each, 3 assets, cs-deep-learning-tutor
agent, /cs:deep-learning + /cs:dl-reading-path + /cs:dl-diagnose.
Counters: skills 386 to 387, tools 723 to 727, refs 838 to 842, agents 116 to 117,
commands 146 to 149, plugins 97 to 98 (verified by derive_counters.py --check).
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01BswsZp5zrJWFAGU6KWNA1s
Runs engineering/book-to-skill end to end on its first real source: OpenAI's
Spinning Up in Deep RL (MIT, (c) 2018 OpenAI; primarily developed by Joshua
Achiam). Cloned openai/spinningup and compiled its docs/ reStructuredText tree
(38 files, ~37k words, ~49K tokens) through the full pipeline -- extract
--mode technical, analysis, 20 chapter files, glossary/patterns/cheatsheet,
master SKILL.md, validator, plugin emitter.
The compiled skill passes book_skill_validator.py in --strict mode with every
file inside budget: a 2,101-token resident core (cap 4,000) plus 20 on-demand
chapters averaging ~1,256 tokens each.
Chapter structure follows the source's own toctree rather than a heading scan:
user documentation (ch01-06), Introduction to RL Parts 1-3 (ch07-09), the
researcher essay / key papers / exercises / benchmarks (ch10-13), one chapter
per algorithm in lineage order (ch14-19: VPG to TRPO to PPO, DDPG to TD3 and
SAC), and the logger/MPI/ExperimentGrid utilities (ch20).
Rights basis is open-license, not fair use -- the emitter's Step-11 gate
refuses a shareable package without one. Upstream's MIT notice is reproduced
in full in the plugin's LICENSE beside this package's own, and README.md names
the source, the author and the source's frozen version; a sidecar JSON is not
a license notice.
Also fixes a defect the emitter only reveals at its final step:
skill_plugin_emitter.py wrote its whole `source` provenance block into
plugin.json, on a stale inline claim that `source`/`attribution` were approved
extension fields. Claude Code rejects an entire manifest on any unrecognized
key (issue #954) and scripts/check_plugin_json.py hard-fails such a manifest,
so every package the emitter produced failed the blocking CI gate on commit.
_plugin_manifest() now emits spec fields only and a new _authoring_notes()
writes .claude-plugin/authoring-notes.json. Recorded as deviation 26 in
engineering/book-to-skill/README.md; the printed marketplace.json snippet is
unchanged, since `source` is a valid key there.
Counters: skills 386 -> 387, agents 116 -> 117, commands 146 -> 147, plugins
97 -> 98. Tools and references unchanged -- a compiled knowledge base ships
notes, not scripts.
All blocking CI gates verified locally: compileall, check_plugin_json --all,
check_skill_names, check_paths, check_frontmatter, check_dual_publish,
check_model_freshness, smoke_scripts (692/692), derive_counters --check.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01UySnyf5upm4y8xhYA3w6yw
Answers discussion #934, which asked for a strategic assistant for growing a
LinkedIn presence organically rather than a post generator.
Six skills under marketing/linkedin/: an orchestrator (context: fork) plus
profile, strategy, content, engagement, and analytics lanes. 17 stdlib-only
tools, 15 references, 2 agents, 8 /cs:* commands.
The design constraint is the differentiator: no LinkedIn credentials, no API
calls, no scraping, nothing auto-sent. Automated posting, connecting, and
commenting are prohibited by LinkedIn's User Agreement 8.2, and a restricted
account ends a compounding asset. linkedin_policy_gate.py runs before any
drafting and refuses seven request classes — automation, scraping, engagement
pods, bulk messaging, fake identity, fabricated proof, named third-party
automation platforms — each carrying the policy anchor and a compliant
substitute, so the gate never just says no.
Refusals are real rather than advisory. A cadence under 90 minutes a week
returns a comment-only plan instead of a schedule that dies in week five. A
newsletter whose six-month cost exceeds the budget is refused before the promise
is made. An experiment needing more posts than a quarter allows is reported
infeasible rather than quietly re-sized. The pattern miner refuses to test
anything below 10 posts and reports NOTHING_SURVIVED as a finding.
Evidence discipline: two widely repeated claims are corrected rather than
propagated. The "personalised note triples acceptance" claim is not supported by
the largest samples (acceptance is near-identical either way, ~26.4%); what a
note moves is the post-accept reply rate (~5.4% to ~9.4%), which is why the
message builder refuses an ask in a first-touch note. The ~19% in-body link
reach reduction has never been confirmed by LinkedIn as a penalty and has a
plausible dwell-time explanation, so it is a warning rather than a block. Every
reference carries per-claim confidence levels.
Accessibility is a blocking lint finding: Unicode pseudo-bold is announced by
screen readers as mathematical symbols and is not indexed by search.
All six SKILL.md files are 6/6 PASS on the write-a-skill checklist. Every tool
supports --help, --sample, and --output json with typed exit codes.
Counters: skills 380 -> 386; plugins 96 -> 97; tools 706 -> 723; refs 823 -> 838;
agents 114 -> 116; commands 138 -> 146 (derive_counters.py --check).
Also syncs three previously-merged skills (agent-memory, hivemind, skill-doctor)
into the .hermes/ and .vibe/ mirror trees, which had drifted behind .codex/.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01JSPxUHU6utqme7qC6EwHEh
PR #984's counter true-up bumped README badges and CHANGELOG to the derived
114 agents / 138 commands but left the CLAUDE.md Current Scope line and
marketplace.json metadata.description at the stale 111/131 (caught by review
on #984). derive_counters.py --check passed because CLAIM_PATTERNS had no
agents/commands patterns — added both (agents anchored on the "(cs-" suffix
so prose like "9 more coding agents" can't false-match), verified the new
gate fails on the pre-fix docs and passes post-fix.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Qgc6RYXWJPr5oW9DHU7zR4
- CHANGELOG.md gains the [2.12.0] entry (first tagged release since v2.9.0):
consolidates the previously documented but untagged v2.10.0-v2.11.2 work,
all post-2.11.2 merges, and the full 17-issue triage sweep; the ten stacked
[Unreleased] sections are demoted into the 2.12.0 body so the Release
workflow tags and publishes the whole span. Verified parseable with
scripts/extract_release_notes.py (version 2.12.0, 554-line body).
- Version markers bumped to 2.12.0: marketplace.json metadata,
CLAUDE.md current-version header + footer.
- Counters trued to the derived values (380 skills / 96 plugins / 20 domains /
706 tools / 823 refs / 114 agents / 138 commands) in README badges + prose,
CLAUDE.md, marketplace.json, and the long-stale mkdocs.yml/docs/index.md
site description (was still claiming 345/78/17).
- Docs site regenerated via scripts/generate-docs.py (568 generated pages;
new pages for the recently merged plugins); codex/gemini mirrors resynced;
mkdocs build verified locally with the same plugin set static.yml uses
(670 HTML pages, no errors).
- Fix: the three hivemind worker personas (assets/agents/{coder,scout,tester}.md,
merged via #979 while Actions was not triggering) lacked the frontmatter
`name:` field and hard-failed the blocking G10 gate — named
hive-coder/hive-scout/hive-tester; 645 files now scan with 0 errors.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Qgc6RYXWJPr5oW9DHU7zR4
dev landed a parallel #978 fix (deleted .mcp.json, added integrations/mcp-servers.example.json
opt-in template + README flow). Per maintainer decision, keep this PR's approach:
- README.md resolved to this branch's version (softened tagline/commands/heading + caveats).
- .mcp.json kept as empty {"mcpServers":{}} (servers not auto-registered).
- Restored dev's mcp-servers.example.json in full (a rename-merge artifact had gutted it to {}).
- Retains this PR's additive doc softening dev lacked: plugin.json + marketplace.json
descriptions, CLAUDE.md + testrail/browserstack/pw SKILL.md caveats.
All other dev changes merged cleanly.
Companion to the plugin.json description fix: the marketplace listing (the copy users
see before install) still advertised 'TestRail + BrowserStack MCP integrations' as
bundled. Match the softened plugin.json wording ('optional (manually enabled) ...') so
both listings are consistent. Per review feedback on #981.
Five of six findings were real. Verified each against the code rather than
taking them at face value; one was wrong and is noted below.
1. validate_examples.py carried a stale header from the spec-only phase --
"PARKED AS AN ASSET (deliberately not .py yet)... ON IMPLEMENTATION: rename
to skills/agent-memory/scripts/validate_examples.py". The file is already at
exactly that path. Rewritten to describe what it now is, keeping the
substantive part: why it exists, the seven check families, why it compares
the doc's algorithm by source text rather than exec()-ing a code fence, and
that nothing runs it automatically.
2. Missing shebang -- added. The same finding also claimed mode 100644; that
half is wrong, `git ls-files -s` shows 100755 for all five scripts.
3. hooks.json's description still opened "CONTRACT ONLY -- the referenced
scripts are not yet implemented", true of none of them now. Trimmed to keep
only the UserPromptSubmit provisionality (9.5 is genuinely still open) and
to record the measured latency alongside it.
4. The session-id fallback was the finding worth the most. `session_id` is the
right key -- engineering/security-guidance's shipped hook reads the same one
-- but the fallback was the CONSTANT "unknown-session", and sessions dedupe
by value. Had the key ever been absent, every session would collapse onto
one id, len(set(sessions)) would plateau at 1, and every claim would cap at
L1 forever with no error anywhere. Now falls back to the transcript's own
basename, which IS the session id. Verified end-to-end with session_id
omitted from the payload: the atom records the real session UUID.
5. Dead `now` parameter on _eligible_l1 -- removed.
6. marketplace.json metadata still said 104 agents / 120 slash commands,
pre-existing drift on a line this branch already edits. Trued up to 110/130.
Re-verified after: 69 checks 0 failures, SKILL.md 6/6 PASS, both blocking gates
still fire by name, check_paths 620 files clean, counters and plugin-json pass,
all 5 scripts --help, all 3 hooks parse.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01EM5xmJ7AmTMg31rq68BCym
Turns DESIGN.md from a spec into a working plugin. Five stdlib scripts, three
hooks, agent, command, three references, plugin manifests.
The gates are the design:
L1 -> L2 >= 3 distinct sessions spanning >= 2 distinct calendar days
(`stated` = 2 sessions, day rule still applies; `verified` = 1
observation and is the only day-exempt path)
L2 -> L3 >= 2 distinct projects, >= 30 days, uncontested
Two gates refuse rather than guess. `redacted: true` blocks promotion on any
volume of evidence -- a durability-independent barrier, since a secret restated
across five sessions passes every recurrence gate; the flag firing means the
text was altered, a lexical filter finding one secret is not proof it found all
of them, and L2/L3 are committed to git. An open contradiction freezes both
claims, found by reverse join because the newer atom carries no flag.
All three hooks fail open: a broken memory system costs memory, never a session.
SessionEnd stages promotions to .memory/staged/ and never touches a CLAUDE.md;
only an explicit human adopt does, after backing both files up.
Verified, not asserted:
- all three pinned atom ids from DESIGN.md reproduce exactly
- both blocking gates demonstrated on sample input, named in the output
- end-to-end: two transcripts across two calendar days -> merged L1 atom ->
staged L2 promotion with the path prefix stripped
- reverse join blocks the unflagged newer atom
- cross-tier L2/L3 collision marked at injection time
- recall p50 29ms / p95 31ms / max 35ms spawn-to-exit, scoring itself 2-3ms
over 500 atoms -- interpreter cold start is the entire cost
- validate_examples.py 69 checks 0 failures; SKILL.md 6/6 PASS
- derive_counters --check, check_plugin_json --all, check_paths all clean
DESIGN.md 10.1's "+6" tool estimate corrected to +8 -- the delivered surface is
5 scripts + 3 hooks. README.md's deviations list is authoritative for that and
five other divergences from the pre-implementation spec.
Concept from TencentCloud/TencentDB-Agent-Memory (MIT). No upstream code.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01EM5xmJ7AmTMg31rq68BCym
- Conflict resolution takes dev's counter surfaces and re-applies the
agent-launcher marketplace entry (description trimmed to 950 chars for the
new <=1024 guard) and README domain row
- plugin.json source/attribution moved verbatim to authoring-notes.json per
the post-#954 schema dev now enforces; version aligned to 2.11.2
- claude-opus-4-8 (retired, G7-blocking since #938) pinned to claude-opus-5
across 5 scripts + example build sheet; all touched scripts re-smoke-tested
- 4 references topped up with external sources (7-8 each)
- DELIVERY-REPORT.md removed from the public tree (sprint artifact; content
preserved in PR #961 body and git history) — SPEC.md stays as build target
- Gates green: derive_counters --check pass, plugin-json 94 OK + marketplace
guard OK, frontmatter 0 errors, model freshness 0 findings, smoke 0 failed,
hooks exit 0 with and without AGENT_LAUNCHER_SESSION
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_017Bzm6Pafyxja6g4jUDPcei
Round-2 sweep after re-auditing all 15 reported issues against the merged dev:
- #885 generalized: the original fix only renamed self-improving-agent's
status/review, but three more plugins shipped skills whose bare names
shadow Claude Code built-ins. Renamed with the same convention:
playwright-pro init/review -> pw-init/pw-review, agenthub init/status ->
hub-init/hub-status, autoresearch-agent status/resume -> ar-status/
ar-resume. All command references (/pw: /hub: /ar:), docs, audit records,
harness manifests, and mirror trees/indexes updated; the flat mirror
namespace no longer collides on 'status'. New scripts/check_skill_names.py
gate (wired into ci-quality-gate.yml as blocking) fails CI on any future
bare reserved name; rule added to SKILL-AUTHORING-STANDARD.md.
- #969 follow-through: five more scripts print box-drawing characters that
cannot exist in cp1252 (api_scorecard, api_linter,
breaking_change_detector, humanizer_scorer, content_scorer) — same
guarded UTF-8 reconfigure applied; all smoke-tested under a forced
legacy encoding.
Verified: check_skill_names (incl. negative test), check_plugin_json,
check_paths, derive_counters, check_dual_publish, smoke_scripts (634/634),
0 broken mirror symlinks.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Qgc6RYXWJPr5oW9DHU7zR4
- #954: strip non-spec source/attribution keys from all 39 plugin.json
manifests so Claude Code's validator accepts them; metadata preserved in
new .claude-plugin/authoring-notes.json sidecars; check_plugin_json.py now
hard-fails manifests carrying those keys and sanity-checks the sidecar;
CLAUDE.md ClawHub schema section updated to the new rule.
- #949: move the c-level-agents plugin out of c-level-advisor/ to a
top-level directory so the two marketplace sources no longer overlap;
updated marketplace.json source, homepage, descriptions, all
cross-references, docs, harness manifest, mirror-tree symlinks/indexes,
and rebased the moved files' relative links; domain counters trued up
(18 -> 19 domains).
- #933: replace dead links to the gitignored maintainer-local megaprompts/
tree with annotated plain-text references (44 files: SKILL.md, READMEs,
agents, commands).
- #931: DynamoDB on-demand pricing updated to post-Nov-2024 rates
($0.625/M writes, $0.125/M strongly consistent reads).
- #969: skill_security_auditor.py and the three dossier scripts reconfigure
stdout/stderr to UTF-8 (errors=replace) so legacy Windows codepages no
longer crash at print time; PYTHONUTF8=1 documented.
- #968: Windows Notes section in INSTALLATION.md + README pointer for the
core.symlinks mirror-tree checkout caveat.
- #924/#885 residuals: hook commands quote "${CLAUDE_PLUGIN_ROOT}" paths in
all plugin hooks.json/settings.json (space-safe roots); removed the stale
pre-rename status/review mirror symlinks and index entries left over from
the memory-status/memory-review rename.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Qgc6RYXWJPr5oW9DHU7zR4
GitHub Copilot CLI reads .claude-plugin/marketplace.json but enforces a
1024-character cap on each plugin's description. Four entries exceed it, so
Copilot rejects the entire catalog with:
Invalid marketplace.json: plugins.N.description: String must contain at most
1024 character(s)
Shortens engineering-advanced-skills (1132 -> 986), research-ops-skills
(1593 -> 957), markdown-html-skills (1240 -> 914) and memory-engineering
(1044 -> 964), trimming only redundant parenthetical detail. Skill inventories,
version history, hard rules, tool/reference counts and attributions are kept.
No other field is touched.
Verified with Copilot CLI: marketplace adds successfully and all 90 plugins are
listed.
Adds the agent-launcher/ top-level domain — a plugin re-implementation of
Anthropic's launch-your-agent reference skill (Apache-2.0; independent, not a
fork) for building Claude Managed Agents (CMA) in the user's own account.
Every session starts with a goal (./my-agent/goal.json, surfaced by an opt-in
AGENT_LAUNCHER_SESSION=1 SessionStart hook + /cs:goal); loop_compiler.py
compiles that goal into a bounded grade->iterate loop (CMA user.define_outcome
self-grading, max_iterations 1..20), a recurring POSIX-cron scheduled-deployment
loop, or a single-pass interview->stage->launch workflow.
- 6 skills: agent-launcher-orchestrator (context: fork goal router) + interview
+ stage-launch + grade-iterate + run-without-you + wrap-up
- 18 stdlib-only deterministic scaffolder tools (NO network/API calls; live
launches emitted as BYOK curl that never prints the key); all pass --help/--sample
- 4 agents (orchestrator + interviewer + grader + deployer), 8 /cs:* commands
- opt-in SessionStart/SessionEnd hooks (exit 0 on any error), 5 shared
references, 4 assets (build-sheet schema + overview/next-directions templates
+ example)
- validators enforce CMA limits (<=20 skills/session, <=8 memory stores,
depth-1 multiagent, max_iterations <=20, <=1000 deployments/org)
- registered in marketplace.json; headline counters trued up via
derive_counters.py --check (skills 362->368, domains 18->19, tools 644->664,
refs 741->746, agents 102->106, commands 116->124, plugins 88->89)
Distinct from engineering/agent-harness (generic bounded loop over any domain)
and engineering/write-a-skill (authors Claude Code skills, not CMAs).
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_012FwXG6TqCXKZQvF4iD69cv
Three findings from the seventh PR review round.
1. `marketplace.json` still said "zero network requests" flat. An earlier
commit corrected exactly that wording in README.md, SKILL.md and
plugin.json — a reviewed HTML artifact's own https: assets do load, and
deliberately so — but missed marketplace.json. Now matches the others.
2. `GATED_ELSEWHERE` lived in human_gate.py as free-text prefixes matched
against messages generated in feedback_parser.py: an implicit cross-file
contract nothing enforced. The prefixes now live beside the
`problems.append()` calls that emit them and are read from the loaded
parser module, with the old literal kept only as a fallback for an older
parser.
Reproduced the drift on pre-fix code by rewording the G3 message:
G3 round 1 has no named reviewer
G7 round 1 integrity: unknown severity/kind 'BLOKCER'
G7 round 1 integrity: the sidecar names no reviewer - ... <- duplicate
Same reword post-fix produces only the first two lines.
3. `ATTR_RE` truncated a quoted header attribute at the first space:
`target="q3 plan.md"` parsed as `q3`. Quoted values now parse, and the
docstring states the quoting rule and that `target` is a display hint —
quote verification runs against the `--target` path.
Gates: derive_counters --check pass, check_plugin_json --all 90/90 OK,
marketplace.json parses, all three scripts --help/--sample exit 0.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01233Eggb2cjSYf96X6C3pCm
book-to-skill landed in dev while this branch was open. All four conflicts were
counter/registry collisions in the shared headline files — resolved by taking
dev's side, then re-deriving from the tree so both plugins are counted:
skills 363 -> 364 · tools 663 -> 666 · refs 746 -> 749
agents 103 -> 104 · commands 118 -> 119 · plugins 89 -> 90
README engineering row 85 -> 86
Also fixed two merge artifacts: the README engineering row lost its human-gate
mention (dev edited the same row for book-to-skill), and the both-sides CHANGELOG
resolution left an orphaned duplicate fable-goal header at the seam — dev had
retitled the real entry "(previous PR)".
Verified after merge: derive_counters --check passes, check_plugin_json --all 90/90
OK, human-gate 6/6 on the write-a-skill checklist, all three scripts --sample green,
no conflict markers left in the tree.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01233Eggb2cjSYf96X6C3pCm
Audits petergyang/human-review and ships a conceptual derivation that fits this
repo's stdlib-only conventions.
Audit (audit/human-review-2026-08/AUDIT.md): upstream is a well-engineered ~5,200
LOC Node app — its own test suite passes 90/90, and its security model (loopback
bind, DNS-rebinding Host check, constant-time token compare, realpath traversal
guard, inert Markdown renderer, 45-min idle shutdown) is better than most
local-server tools. It still does not fit: Node 20 + an npm runtime dependency
fails the same stdlib-only test that kept the heavier skillopt package out in
v2.11.2. Seven findings, three material — F1 (HIGH) unpinned `npx -y` executes a
newly published version on every run; F2 (MED) "do not end your turn" plus
re-poll on timeout with no headless guard or retry cap; F3 (MED) only /api/* is
token-gated.
Also: despite the name it is not a humanizer. This is human approval, not human
voice — no overlap with behuman or content-humanizer.
New plugin engineering/human-gate, three stdlib scripts, no server or socket:
- review_page_builder.py — Markdown/HTML to a single-file anchored review page
with zero network requests (~11 KB, opens over file://). Escapes before
applying inline markup, scheme-allowlists hrefs, drops script/style on HTML
input.
- feedback_parser.py — sidecar to batch.v1 JSON. BLOCKER/MAJOR/MINOR/NIT
(matching md-review) plus EDIT/NOTE/APPROVE. Verifies quotes against the real
file; strips HTML comments so a documented example cannot parse as a real
sign-off.
- human_gate.py — open/status/collect/close/reset with atomic writes and
0700/0600 state. Rules G1-G6 refuse to close on: no collected round, an open
BLOCKER/MAJOR, an unnamed reviewer, a sidecar changed after collection, an
exhausted round cap (exit 5 = escalate), or an undocumented waiver.
Loop discipline deliberately inverts upstream: no blocking poll, a headless
guard, a round cap that escalates. The sidecar is hand-writable Markdown, so the
loop closes over SSH and in CI. The optional bridge to upstream is opt-in and
always version-pinned.
Adds 3 references (7-8 sources each), a batch.v1 schema, a worked example,
cs-human-gate agent, /cs:human-gate command. SKILL.md passes the write-a-skill
6-item checklist 6/6; description validator PASS.
Counters: skills 362->363, tools 644->647, refs 741->744, agents 102->103,
commands 116->117, plugins 88->89.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01233Eggb2cjSYf96X6C3pCm
dev moved 8 commits ahead (engineering/book-to-skill), and both branches
touched the same three headline-counter files, so marketplace.json, CLAUDE.md
and README.md all conflicted.
Resolved by taking dev's version of each file wholesale, then re-applying this
branch's additions on top — rather than hand-merging the counter arithmetic,
which is exactly the kind of edit that silently drifts:
- marketplace.json: re-inserted the memory-engineering entry next to
agent-harness (dev's 89 plugins -> 90)
- CLAUDE.md: re-applied the memory-engineering release note above the
fable-goal note
- README.md: engineering-POWERFUL row 85 -> 86 plus the plugin mention
Then re-derived every headline number from the merged tree instead of
assuming my original deltas still held — they did not, since book-to-skill
had already consumed them. True values are now skills 364, tools 667, refs
750, agents 104, commands 120, plugins 90. The release note's own delta line
was rewritten to sit on top of book-to-skill rather than claiming the stale
362->363 range.
Verified on the merged tree: all six blocking gates pass (check_plugin_json,
check_paths, check_dual_publish, smoke_scripts, smoke_json_output,
derive_counters --check), compileall clean, skill checklist still 6/6 PASS,
no conflict markers remain.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Jt1sqt5kQmopyfXu2Hhjnv
New engineering/memory-engineering/ plugin. The repo had no skill for
designing, pricing, or auditing an agent memory system: llm-wiki maintains
one vault, skillopt-sleep runs a consolidation loop, agent-harness bounds a
task loop. This bounds a store.
Four stdlib scripts, one per lens:
- memory_cost_profiler.py — construction vs query split, cost per correct
answer, amortization ratio, construction co-location warning
- memory_architecture_picker.py — scores the four paradigm families,
disqualifies on hard constraints, names the cost the choice makes you pay,
and refuses to pick when the top two tie (exit 2 + tie-breaking question)
- memory_density_auditor.py — classifies records FACT/SKILL/LOG/PROSE, finds
near-duplicates, flags staleness and time-relative wording, scores density;
runs on a real --dir or --jsonl
- forgetting_policy_linter.py — the gate. 8 checks; F1 (explicit forgetting
rule) and F4 (contradictions surfaced, never auto-merged) block at exit 4
Evidence discipline: the four-lens framing is synthesized from @N01ennn's
"How to be a Memory Engineer", but every quantitative claim is re-cited to
the primary source, and two of the article's paraphrases are corrected in the
references rather than propagated — the 47x energy figure is the spread across
ten evaluated systems (not an accuracy-matched pair), and the 97%
first-pass-error figure is Rakuten's named vendor testimonial (not a
controlled study). Per-claim confidence levels throughout.
Three classifier defects found and fixed during the build, each of which would
have produced garbage on a real repo: markdown headings inside fenced code
blocks were splitting records (258 phantom records -> 107 on a real directory);
short fragments matched trivially at 1.00 Jaccard (41 false-positive
duplicates); and signal-less prose was labeled LOG, firing LOG_HEAVY at 74% on
a documentation folder — now its own PROSE class.
Also ships 4 references (7 sources each), a seven-question forcing worksheet,
a combined example spec consumed by all three spec-taking scripts, an F1–F8
policy template, cs-memory-engineer, /cs:memory-engineering and
/cs:forgetting-audit.
Verified: all 4 scripts pass --help / --sample / --output json, stdlib-only,
correct exit codes on error paths; SKILL.md 6/6 PASS on the write-a-skill
checklist; check_plugin_json.py --all and derive_counters.py --check both pass.
Counters: skills 362->363, tools 644->648, refs 741->745, agents 102->103,
commands 116->118, plugins 88->89.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Jt1sqt5kQmopyfXu2Hhjnv
Addresses the second automated review on PR #941. All three code findings
verified against the actual behaviour, not just patched.
[Medium] shutil.copytree dereferenced symlinks the validator never saw. The
validator checks SKILL.md, the three supporting files and chapters/*.md; the
copy then followed a link anywhere else in the tree (assets/, any subdirectory)
and baked the target's real content into a package that can go out as
--distribution shareable. _assert_no_symlinks() now walks the whole tree and
refuses, and runs BEFORE the validation branch so --skip-validation cannot
bypass it. copytree also passes symlinks=True so loosening that check later
cannot silently reintroduce dereferencing.
Verified: a symlink in assets/ pointing at a secret file is refused both with
and without --skip-validation, the secret never lands in a package, and a clean
tree still emits.
[Medium] The DOCX XXE/entity guard did not extend to EPUB's ebooklib path.
Upstream hardened DOCX only. EPUB is the same zip-of-XML shape and ebooklib —
one of the packages this skill recommends installing — parsed container.xml,
the OPF and content docs with no equivalent pre-check. The guard moved to a new
book_to_skill/zip_safety.py and now runs for both formats.
Verified: an EPUB whose OPF declares an entity is refused; a clean EPUB still
extracts and detects its chapter.
[Low] No size cap before decompressing zip members. Every archive read now goes
through safe_read(), which checks the declared uncompressed size and the
compression ratio against the central directory before decompressing, and
charges actual bytes against a per-archive budget so a lying directory cannot
get past it either.
Verified: a 200 MB / 1029x bomb is refused at ~14 MB peak RSS instead of being
materialized.
[Low] The PR body's "12 numbered items" was stale against README's list. Fixed
in the PR description; the in-repo count is synced to 18 across plugin.json,
CLAUDE.md and CHANGELOG.
Recorded as deviations 17 and 18. Counters: tools 662 -> 663 (zip_safety.py);
that module is allowlisted in smoke_exceptions.txt like its siblings.
All gates green: compileall, check_paths --all, check_dual_publish,
smoke_scripts (0 failed), derive_counters --check, check_plugin_json --all
(0 FAIL). Security auditor unchanged at 0 critical / 4 high.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_017zu9Gmm9S78c2t3kDLnpPX
Derived from virgiliojr94/book-to-skill (MIT). Compiles a book, docs folder, or
spec collection (PDF, EPUB, DOCX, HTML, Markdown, RST, AsciiDoc, RTF, MOBI/AZW)
into an agent skill: a resident master SKILL.md (core frameworks + chapter index
+ topic index, capped at 4k tokens) plus on-demand chapter files, a glossary, a
patterns file, and a decision cheatsheet.
The extraction library (scripts/book_to_skill/, 12 modules incl. 7 per-format
parsers) is vendored close to verbatim and keeps upstream's format chains,
chapter detection across Latin/Roman/Chinese/Thai/Korean heading styles,
invisible-Unicode (Trojan Source) sanitization, and the DOCX entity guard.
12 numbered deviations recorded in the plugin README (authoritative list):
- No implicit installs: --install-missing defaults to `report`, printing the pip
command and using the stdlib fallback, where upstream prompts on a TTY and
installs into the caller's environment.
- Rights gate: emitting a shareable package refuses without --rights from
public-domain|open-license|internal-docs|author-permission. `fair-use` is
deliberately excluded — a defence, not a licence.
- Validator merged and extended: upstream's two validators become one four-family
gate, adding budget (token caps) and index (dead chapter links, unindexed
chapters, dangling topic refs) — the failure that silently breaks navigation
while the skill still looks complete.
- Folded YAML scalars now parse, so a wrapped description no longer under-reports
its length past the 1024-char cap.
- token_budget_estimator replaces discovery_tax: tiktoken path dropped for one
deterministic estimator, post-flight budget audit added, plus an explicit
worth-converting verdict that says "just read it" below ~3x the compiled size.
- Two PRIV-ESC criticals fixed: upstream install hints contained a literal
`sudo apt install`; they now name the package manager without escalating.
Repo-native addition with no upstream counterpart — Step 11 / /cs:book-to-plugin:
upstream stops at a bare ~/.claude/skills folder this library cannot route to.
skill_plugin_emitter.py wraps a compiled skill as a full plugin package (manifest
+ cs-<slug> agent + /cs:<slug> command + README) and prints the marketplace entry
without editing marketplace.json. Its --force path is guarded against symlinks,
paths outside the destination root, and non-package directories.
Ships 4 stdlib-only tools (all --help/--sample/--output json), 5 references citing
7-8 sources each, 3 asset templates, cs-book-to-skill agent, 2 commands.
Cross-linked into write-a-skill ("author first, compile second").
Regenerated the engineering harness manifest: picked up book-to-skill plus three
skills that had drifted out (minimalist, skillopt-sleep, strict-api), 81 -> 85.
Counters: skills 362 -> 363, tools 644 -> 662, refs 741 -> 746, agents 102 -> 103,
commands 116 -> 118, plugins 88 -> 89 (derive_counters.py --check passes).
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_017zu9Gmm9S78c2t3kDLnpPX
Per review note on PR #921 — the three new plugins were stamped 2.11.1;
new entries should carry the current release version. plugin.json +
marketplace entries updated; validators and counter check still clean.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01TQLKzYb1bR2LYqwYUupm5f
Resolves conflicts in CLAUDE.md, README.md, and marketplace.json between
this branch's v2.11.2 skillopt-sleep vendoring and dev's productivity/fable-goal
addition — both narratives are kept, ordered by landing time. Headline
counters (skills/tools/refs/agents/commands/plugins) re-derived from the
merged tree via scripts/derive_counters.py and brought back into agreement
across all three files (--check now passes).
Two independent reviews flagged the missing scripts/ folder against the
productivity-domain convention and the repo's 'Algorithm over AI'
principle. Adds one stdlib tool, goal_prompt_self_check.py, which
mechanically verifies the checkable subset of the SKILL.md step-5
self-check on a drafted /goal prompt: word count in the 150-350 band,
goal line, autonomy directive, verification-loop language,
creative-freedom grant, and delivery destination. Exit 0/1/2; --sample
and --output json supported; judgment calls (deliverable concreteness,
resource verification) explicitly stay with the author.
Smoke-verified: --help OK, --sample passes 6/6, degenerate prompt fails
0/6 with exit 1. SKILL.md references the runner in step 5 (79 lines,
checklist still full PASS). agents/ and assets/ remain intentionally
omitted: a single reasoning pass has nothing to orchestrate and no
templates to ship. Counters: python_tools 602 -> 603.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01YYh4KrhicuBaS5nRtBeLXK
- plugin.json + marketplace version 2.11.2 → 2.11.1 (tracks repo version
at touch time, matching sibling plugins)
- attribution block clarifies the upstream informal grant is not SPDX and
that the MIT declaration covers only text authored in this repository
- /cs:fable-goal command gains argument-hint frontmatter (roast/handoff
convention)
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01YYh4KrhicuBaS5nRtBeLXK
Improved port of duncan-buildroom/freeskills fable-goal ('free to use and
modify'). Converts a rambling description of a desired outcome into one
polished, copy-paste /goal prompt for a fresh autonomous session.
Improvements over upstream:
- Wrong-tool check (build-now vs write-the-prompt) promoted into the body
- Observable-done principle: every deliverable gets a self-checkable
completion condition
- Six-slot extraction (deliverable/quantity/stakes/tools/quality/destination)
- Per-medium verification defaults (web, CLI, video, written, data, design)
- Six-point pre-delivery self-check
- Anti-pattern list + failure-mode catalog reference with rationale per
anatomy part
- Second worked example in a non-web medium (CLI with dry-run verification)
- /cs:fable-goal command; attribution block in plugin.json
SKILL.md passes the write-a-skill 6-item checklist (full PASS, 77 lines).
Counters trued up via scripts/derive_counters.py (includes pre-existing
engineering drift 81→83): skills 355→358, refs 731→732, commands 109→110,
plugins 83→84.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01YYh4KrhicuBaS5nRtBeLXK
Verbatim copy of the stdlib-only skillopt_sleep engine + Claude Code
plugin surface (skills/hooks/commands/scripts) into
engineering/skillopt-sleep/. Gives a local agent a nightly gated
self-improvement cycle: read-only harvest of past Claude Code session
transcripts -> mine recurring tasks -> offline replay -> held-out-gated
CLAUDE.md/SKILL.md edits -> staged for explicit /skillopt-sleep adopt.
Nothing live changes without that explicit step.
The heavier skillopt training package (needs numpy/openai/azure-* +
hand-labeled benchmarks per task) was deliberately not vendored, since
it optimizes one narrow scoreable task at a time and doesn't fit this
repo's broad domain-expertise skills or no-ML-in-scripts convention.
Attribution preserved in plugin.json + LICENSE + README.md (MIT,
Microsoft Corporation / Yifan Yang), following the same verbatim-vendor
pattern already used for loop-library/. Registered as its own
marketplace plugin; headline counters in README.md/CLAUDE.md/
marketplace.json trued up via scripts/derive_counters.py --check.
Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01TX374i2YGrjNV4Yi3AmaKS
.claude-plugin/marketplace.json (the marketplace registry, not a
generated tool-sync mirror) still advertised /si:review and /si:status
after the memory-review/memory-status rename in the previous commit.
Addresses review feedback on PR #906.
The translated skill left two discovery surfaces describing it in Portuguese:
- .claude-plugin/marketplace.json (ClawHub-facing): description rewritten to
English, keywords de-Portuguese-d (drop 'empresa-como-codigo',
'bundle-de-conhecimento', 'pt-br'; add 'company-architect'); slug keyword
'arquiteto-de-empresa' kept for discovery under the preserved slug.
- .codex/skills-index.json (Codex CLI routing): regenerated via
sync-codex-skills.py; both dual-publish entries now carry the English
SKILL.md description + English triggers.
Reverted 3 unrelated symlink retargets the codex sync emitted for ambiguous
skill names (review/run/status) — out of scope for this PR. Both JSON files
validate; plugin + counter gates exit 0; no Portuguese remains in either
registry for this skill.
https://claude.ai/code/session_01CUWsrUNZP9jpxvAwq67UiT
- Relabel this release v2.10.4 -> v2.11.1 (dev already carries v2.11.0 from the
engineering agent-harness PR); add a proper Current Version changelog entry and
sync marketplace metadata.version + both plugin manifests + SKILL.md frontmatter.
- jira_snapshot_bridge.py: Monte Carlo forecast now samples zero-filled weekly
throughput over the full observed span (Vacanti: dead weeks are observations),
and the 4-week refusal gate counts observed calendar weeks; regenerated the
pinned fixture. normalize() skips non-dict records instead of crashing.
- discovery_cadence_tracker.py: --as-of earlier than the interview history now
refuses cleanly with exit 5 instead of raising.
- harness_manifest_builder.py: descriptions truncate on word boundaries with an
ellipsis instead of mid-word; regenerated all 18 domain manifests.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_019Uzm8dKoeXPayJVMojpSbw
Adds a disciplined multi-source meta-research skill — the heavyweight,
rigor-first alternative to the fast research router. 9-phase pipeline
(reframe into falsifiable hypotheses -> plan -> capability discovery ->
parallel sub-agent fan-out -> score & triangulate -> synthesize + adversarial
pass -> verify -> refresh targets), triangulation against >=3 independent
differently-typed sources, per-source files with verbatim quotes, and a
hard no-fabricated-citations rule.
Concept + SKILL.md contributed by @Socialpranker in PR #851. Hardened for the
research/ per-skill-plugin convention (the PR shipped only the SKILL.md):
- Packaged as a full plugin to match every sibling (pulse/litreview/dossier/...):
added .claude-plugin/plugin.json, marketplace.json entry, cs-deep-research
agent, /cs:deep-research command, and README.
- Dropped a dangling claude-api cross-reference (not a repo skill); the other
cross-refs (research router, competitive-teardown, litreview/dossier/patent)
are all real.
- Preserved the contributed SKILL.md + references/full-catalog.md (the upstream
source-catalog pointer) verbatim otherwise; attribution + upstream link in
plugin.json and README.
Counters trued up via scripts/derive_counters.py --check (passes):
354 skills, 722 references, 96 agents, 102 commands, 82 plugins.
Co-authored-by: Socialpranker <273312799+Socialpranker@users.noreply.github.com>
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Kmw1eZQoSMDr2diHbCcUkF
- Wire local-seo-manager into marketing-ops routing matrix (SEO Pod). Routing is
matrix-driven, so without this the router never sends "GBP audit" / "NAP
consistency" / "Map Pack" queries to the new skill. (medium — the flagged item)
- nap_checker: only report a "(missing)" phone mismatch when the canonical record
actually has a phone (elif canon_phone and not listing.get('phone')). Previously
a listing with no phone vs a canonical with no phone produced a misleading line.
Verified: no phantom mismatch when neither side has a phone.
- SKILL.md References section now lists review-response-templates.md (the 3rd
shipped reference, previously cited inline in Mode 1 but omitted from the list).
- marketplace.json: true up the stale marketing-skills plugin description
(44 skills / 59 tools / 86 refs -> 47 / 62 / 89) since this PR already edits
that file.
Config-key KeyError guard remains a deliberately-deferred nit (stdlib demo tools,
sample path fully covered). All 3 scripts still pass --help + sample run.
Adds a marketing skill for local service-area businesses (appliance repair,
HVAC, plumbing, cleaning, electrical): 4 modes — GBP audit, service-area page
generation, NAP consistency, and LocalBusiness schema — with 3 stdlib scripts
(nap_checker, service_area_generator, schema_generator), 3 references (80-point
checklist, schema types, review-response templates). Fills a genuine gap: the
library had national/technical SEO (seo-audit, programmatic-seo) but no
local/Map-Pack SEO skill.
Contributed by @Steffonet in PR #797. Light hardening before merge:
- Fixed two dangling skill cross-references: ai-seo -> aeo (the repo's actual
Answer Engine Optimization skill; 2 places), and removed the reference to a
non-existent gbp-content-creator companion skill.
- Reworded the description's first sentence ("Manage local SEO...") so it passes
skill_description_validator.
Placement is correct as-is (marketing-skills plugin globs ./skills), so no
plugin.json or marketplace entry is needed. All 3 scripts pass --help + sample.
Counters trued up via scripts/derive_counters.py --check (passes):
353 skills, 593 tools, 721 references.
Co-authored-by: Steffonet <214469854+Steffonet@users.noreply.github.com>
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Kmw1eZQoSMDr2diHbCcUkF
Adds an opt-in coding-discipline skill: a Discuss -> Map -> Decompose ->
Execute -> Verify loop that grounds code in verified structure (KNOWN/INFERRED/
UNKNOWN codebase mapping, atomic-story decomposition, a lazy-senior-dev YAGNI
ladder) with no invented APIs, assumed imports, or placeholder code. Synthesizes
four MIT/open-source projects (Ralph, GSD Core, Graphify, Ponytail).
Concept + SKILL.md contributed by @mehanshbarthwal-lab in PR #854. Hardened for
this repo:
- Scoped activation to OPT-IN (high-stakes / complex / multi-file / explicitly
requested rigor) instead of auto-firing on every coding verb, so it doesn't
hijack all coding requests in users' setups.
- Fixed plugin.json: skills ["./skills/zero-hallucination-coder"] (was bare
"./", which fails check_plugin_json), version 2.10.3 (was stale 2.1.2),
author aligned to repo owner + attribution block crediting the contributor
and all four source repos.
- Restructured to the engineering standalone-plugin layout
(engineering/<plugin>/skills/<name>/SKILL.md) matching caveman/grill-me/handoff.
- Trimmed the ~130-line embedded multi-method install guide + external-tool
install promo (marketplace handles install); kept the credits table.
- Fixed the description to pass skill_description_validator (third person +
explicit "Use when" trigger).
- Registered in marketplace.json.
Counters trued up via scripts/derive_counters.py --check (passes):
352 skills, 81 plugins.
Co-authored-by: mehanshbarthwal-lab <227379980+mehanshbarthwal-lab@users.noreply.github.com>
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Kmw1eZQoSMDr2diHbCcUkF
Adds a ra-qm-team skill that mints tamper-evident, post-quantum-signed receipts
for consequential agent actions (EU AI Act Article 12 record-keeping, OWASP
Agentic excessive-agency). A stdlib-only script builds/validates the action
manifest; signing is delegated to the open-source openagentontology package
(Apache-2.0, opt-in install — adds no repo dependency).
Concept + script contributed by @CWNApps in PR #863. Hardened for this repo:
- Moved from the orphaned ra-qm-team/agent-decision-receipts/ (a sibling of
skills/, not picked up by the ra-qm-skills plugin's ./skills glob) into
ra-qm-team/skills/agent-decision-receipts/ so it is actually distributed.
- Stripped self-promotion of the contributor's other products (SalesGPT /
OpenOutreach / Trust Gate MCP / "CWN distribution") from the references doc;
kept the technical PQ-strict-mode pattern, genericized the env var name.
- Removed the 25-term SEO keyword-stuffing block (not a repo convention).
- Fixed the description to third person (passes skill_description_validator).
- Repointed cross-refs to the real sibling skills (eu-ai-act-specialist,
iso42001-specialist).
The stdlib script is preserved as-authored (clean; builds + validates the
manifest, rejects missing fields, enforces ASCII reproducibility).
Counters trued up via scripts/derive_counters.py --check (passes):
351 skills, 590 tools, 718 references.
Co-authored-by: CWNApps <129076989+CWNApps@users.noreply.github.com>
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Kmw1eZQoSMDr2diHbCcUkF
Adds a philosophy-grounded code-review skill: review through the lens of real
engineers' *documented, sourced* principles (Torvalds, Thompson, Carmack, Beck,
Brooks + Jobs, Cagan, Traynor), complementing engineering-team/adversarial-reviewer
(abstract roles) and code-reviewer (general quality).
Concept contributed by @YuhaoLin2005 in PR #866. Hardened for this repo's
conventions before merge:
- Consolidated to ONE location (engineering-team/skills/, auto-included via the
engineering-skills plugin's ./skills glob). Dropped the orphaned top-level
skills/ copy the original PR also added — no such plugin root exists in the tree.
- Added anti-fabrication discipline: cite the sourced principle (not an invented
verbatim quote), confidence levels on every attribution, drop a persona rather
than fabricate — mirrors productivity/andreessen's citation rule. LLMs hallucinate
quotes; attributing invented words to real living engineers is the core risk.
- Added references/persona_principles.md grounding every persona in a real,
citeable source with a confidence level (7+ sources incl. de Bono, Kahneman, Feynman).
- Removed the dangling /adversarial-review slash command reference and the
non-English trigger phrase; description passes skill_description_validator.
Counters trued up via scripts/derive_counters.py --check (passes):
350 skills, 717 references, 80 plugins.
Claude-Session: https://claude.ai/code/session_01Kmw1eZQoSMDr2diHbCcUkF
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: YuhaoLin2005 <278400118+YuhaoLin2005@users.noreply.github.com>
New productivity/roast/ plugin. Convenes five independent reviewers (The Critic,
The Champion, The Analyst, The Investigator, The Customer) in parallel on a business
idea, then a Judge synthesizes one GO / RESHAPE / KILL verdict with the cheapest
48-hour test to de-risk it.
Renamed the personas/steps from the source draft to be self-explanatory for users:
Critic/Champion/Analyst/Investigator/Customer (was Contrarian/Expansionist/Logician/
Researcher/Buyer) and Frame the idea / Run the 5-angle panel / Call the verdict.
Path-B contract:
- 3 stdlib tools (no LLM calls): brief_builder, verdict_synthesizer (weighted,
non-compensatory veto gates, tension detection — never a plain average),
cheapest_test_designer (risk → falsifiable 48-hour test)
- 3 references (5-7 cited sources each), 2 assets, cs-roast-judge agent, /cs:roast command
- source.distinct_from disambiguates vs andreessen (single lens), boardroom
(enterprise pipeline), grill-me (no verdict)
Counters trued up via scripts/derive_counters.py --check (passes):
346 skills, 582 tools, 708 refs, 94 agents, 100 commands, 79 plugins.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Kmw1eZQoSMDr2diHbCcUkF
Address internal-consistency gaps from the count bump: the marketplace.json
root description still read 347/17 (only metadata.description was updated),
and the README skills table had no loop-library row despite the "18 domains"
heading. Both now reflect 348 skills / 18 domains with loop-library listed.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01KEJH6wwyaEs1d6AAca2HLR
Adding the loop-library/ folder bumped the derived counters. Sync the
headline claims in README.md, CLAUDE.md, and marketplace.json so
scripts/derive_counters.py --check passes: skills 345->346, domains
17->18, references 705->707.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01KEJH6wwyaEs1d6AAca2HLR
