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PaperClipAI/doc/plans/2026-10-02-opencode-skill-routing-link-qualification.md
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DottaandPaperclip b17019e14d fix(agents): reduce default instructions and qualify stock harnesses (#14948)
## Thinking Path

> - Paperclip is the open source app people use to manage AI agents for
work.
> - Its adapters supply task context and access to Paperclip skills and
tools.
> - The default hire manual and shared prompts also repeat general work
procedures.
> - Those procedures overlap with stock provider instructions and the
Paperclip skill.
> - Existing E2E fixtures supply a QA manual, so they do not qualify the
production default.
> - This pull request reduces the generic instructions and adds real
default-hire coverage.
> - The benefit is less competing guidance, with inspectable evidence
for preserved skills and task context.

## Linked Issues or Issue Description

Refs: #14920. That merged change preserves native Codex base
instructions. This PR covers the default manual, shared legacy prompts,
operational skill guidance, and the narrowly approved ACP
skill-discovery/session-environment repair for measured delivery and
credential-persistence failures.

**What existing behavior does this improve?**

New non-CEO hires without a custom bundle and legacy task/chat startup
and continuation prompts.

**Current behavior**

The shipped default manual contains 602 words. Generic task/chat prompts
and ordinary resume deltas repeat work procedures already available
through the harness and Paperclip skill.

**Proposed behavior**

The default manual contains only the eight-word company identity. Shared
startup prompts retain identity and connection guidance. Ordinary resume
deltas retain current work context without the generic execution
contract.

**Reason and benefit**

Let the stock harness guide general work. Keep Paperclip-specific
capabilities and independently test default hires, skills, ordered
comments, and chat restart.

**Breaking changes**

New default hires receive less guidance. Existing saved manuals,
explicit custom bundles, CEO templates, and specialized wake contracts
retain their behavior. The obsolete includeExecutionContract option
remains accepted for source compatibility.

## What Changed

- Reduce the default hire manual to one sentence.
- Reduce shared task/chat defaults and remove the generic
ordinary-resume contract.
- Keep connection guidance, auth, skills, custom prompts, and
specialized wake context.
- Add credential-free instruction-boundary gates and 26 explicit Product
E2E cells across eight legacy/native profiles, including two focused
Paperclip-storage cases.
- Capture public hire receipts before providers run, then grade
delivered prompts and independent task/chat outcomes.
- Add an early legacy skill API recipe for saving a task document,
checking the saved revision receipt and linking the document. Improve
stock task/heartbeat skill-selection metadata and show a clickable
Markdown UI-link example. Keep native tool completion separate.
- Advertise bounded routing descriptions and exact successfully staged
SKILL.md paths in legacy ACP Claude; keep full bodies on demand and
preserve remote path rebasing.
- Remove only the provider environment from copied persisted ACP session
records, while loading current run credentials and preserving all other
options/conversation state.
- Regenerate both capability metadata inventories and reject stale
manifests/inventories before provider admission.
- Publish the original reduction and focused skill-repair comparisons,
preserving all failures, automatic recovery, cost coverage and
limitations.

## Verification

**Behavioral qualification remains pending.** Original legacy ACP Claude
loses the issue document only in the reduced cohort beneath an unchanged
credential failure. A source-backed diagnosis finds that neither
ordinary assignment reads the staged operational skill, while the
runtime persists provider environment in session state. The new common
repairs expose skill metadata/path and omit persisted env; strict
document and credential guards stay intact. [Inspectable diagnosis and
retained
hashes](https://github.com/paperclipai/paperclip/blob/9f654db4541d3d002769c988f6e51fc0b08dadbd/doc/plans/2026-10-03-legacy-acp-claude-readiness.md).

Current repair head `de0965984ff3edf611ae6d0e7ca5c7d5ae3947bb`
incorporates master `569c7203aa24b95440682983ce7940ba1d4247bd` (merged
#14961/#15007). All 222 affected adapter tests, adapter-utils/E2E
typechecks, and final 96 variant/grader/retry calibrations pass. The
frozen historical comparator is
`c25697f4260b6f3adfea143c3ae9932e2f42986d`: 8,280 of 8,291 paths
identical, exactly two production instruction paths plus nine declared
unit expectations differ. The operational skill/discovery/environment
repairs, selected model/profile/task/core grader/auth/permissions/retry
policy are identical. Both actual launcher prepare→verify admissions
pass with zero providers. [Immutable manifest and exact
receipts](https://github.com/paperclipai/paperclip/blob/9f654db4541d3d002769c988f6e51fc0b08dadbd/doc/plans/2026-10-03-legacy-acp-claude-evidence/manifest.json).

One original legacy ACP Claude cell per variant is authorized, with
enforced single campaign attempts, 12-minute deadlines and company/agent
1,000-cent hard stops; every product recovery run/cost is counted.
Actual live outcomes are pending. Current normal CI has one failed
server shard and failed aggregate verify under diagnosis; other normal
gates including typecheck/build/Rust/all eight browser shards pass.
Fresh review completed successfully; the valid historical startup/resume
masking finding was fixed with per-invocation task/chat checks and
strict complete-snapshot capture, calibrated and resolved. Prior heads,
failures and campaigns below remain historical evidence, not checks on
this repair head.

- Prior head `36aa4d81c49a1a8f6f04b1a068fae19aa901955f` is replayed on
merged hiring master `862a5758ba0e88a33232c1f1fa645e85c38a3113`. All 52
current-head checks pass with two intentional Storybook skips, including
repository typecheck/test/build and the browser shard. Fresh Greptile is
5/5 with zero unresolved review threads. Exact-head stock prerequisites
pass 599 assertions (598 TypeScript + 1 Rust), all six gates and
retained receipt verification, zero providers/source errors. Fingerprint
`a7f5a22d860a88fe20cce213c6d5e0004788f32c8363930729aea4fd740ad16d`.
Combined catalog/hiring calibrations pass 67 assertions, E2E typecheck
and 26-cell stock discovery pass. Canonical contract/inventory checks
and the later issue-derived reference calibration are retained; that
reference-only follow-up is not live-qualified by earlier frozen runs.
- Prior full repository typecheck/build passed. The complete local
Vitest run executed 14,956 tests: 14,870 passed, 83 skipped, three
timing failures. All three affected files passed unchanged narrow
reruns; original failures remain retained. Current-head CI now passes
the full general checks; the original local failures remain retained.
- The original 24-pair default-manual/shared-prompt comparison has two
new overall classic Claude/OpenCode document-delivery failures plus an
additional legacy ACP Claude document loss beneath an unchanged
credential-guard failure (not closed by later runs), two newly passing
OpenCode ordered cases, seven unchanged failures and 13 unchanged
passes. Equal 15/24 totals do not establish behavioral equivalence.
[Complete original
report](https://github.com/paperclipai/paperclip/blob/875f4c397d9e8c3f12f39dedd59abaf1eaf5236e/doc/plans/2026-10-02-stock-harness-live-comparison.md).
- The skill-only repair holds the eight-word manual/shared prompts and
merged #14920 fixed. All four matched profile configurations and 203
fixture/behavior files match. Candidate
`abd0b628ca642c09a54a4edc56a5227402f6686e` varies only the two skill
sources against baseline `bc83fe030234439ac51279502a28803958963e2e`.
[Candidate
workflow](https://github.com/paperclipai/paperclip/actions/runs/37060885547)
and [baseline
workflow](https://github.com/paperclipai/paperclip/actions/runs/37060888047)
each pass 571 exact-source prerequisites before providers; all eight
cells clean up successfully. Failed campaigns publish successfully and
remain failed.
- Repair pairs: Claude original Fail → Pass; Claude explicit Pass →
Pass; both OpenCode cases Fail → Fail. Explicit OpenCode's handoff
worsens beneath the unchanged failing UI-link grade: baseline gives a
clickable API URL, candidate gives a code-formatted path without an
anchor. The request's usable-link wording is narrower in the UI-only
oracle. [Complete repair report and safe
projection](https://github.com/paperclipai/paperclip/blob/875f4c397d9e8c3f12f39dedd59abaf1eaf5236e/doc/plans/2026-10-02-legacy-document-skill-repair.md).
- The subsequent narrow stock metadata/link correction has two matched
Pass → Pass cases, zero new machine failures/passes and no pending
pairs. Both original-case handoff links remain deficient: candidate uses
a wrong PAP prefix, baseline supplies a bare prefix-less slug path; the
preserved original oracle only requires a durable document. Both
explicit clickable UI-link cases pass revision/content/link grading. All
four exact-source 587-check gates, single assignment runs and cleanup
pass. This does not establish fix causality because baseline also
succeeds. [Candidate
workflow](https://github.com/paperclipai/paperclip/actions/runs/37069547401)
freezes `fe9dc1e3c518825242ed889ab9c8352986f8c2ed`; [matched
baseline](https://github.com/paperclipai/paperclip/actions/runs/37069552374)
freezes `0d7ecfa96d72fba79b7f0a25052b42c0686c0488`. This is a skill-only
comparison with reduced manuals/shared prompts held constant, not a
repeat of the historical-manual comparison. Only original and clarified
explicit classic OpenCode cases are selected, two per variant/four
expected turns. 8,242 other tracked files and both profile hashes match;
protected workflows admit each exact source before credentials.
[Complete qualification
report](https://github.com/paperclipai/paperclip/blob/74d0d3d945f4c52d0814b5a845ab5bd09f33cd6b/doc/plans/2026-10-02-opencode-skill-routing-link-qualification.md).
Candidate original loads Paperclip/reference before saving publicly;
baseline original loads it after writing locally, then saves publicly
within the same assignment. Reported cost totals are $0.0107824490
candidate / $0.0107909015 baseline, with unmetered runtime. The later
reference-only issue-derived link correction is provider-free calibrated
and **not live-qualified** by these frozen runs; no further paid runs.
- Retained tool calls show the repaired original OpenCode assignment
loads only its assigned output skill before writing locally. Operational
Paperclip is first loaded during automatic disposition recovery; its
early recipe is visible then, but it never saves the missing document.
Explicit candidate loads Paperclip and reads the new reference before
saving successfully. All nine actual runs are counted. Reported LLM
totals are $0.3802537209 baseline and $0.4918990161 candidate; local
runtime is unmetered.
- Initial setup, packaging, cancelled/missing-cell recovery, callback
test and relative-output attempts remain retained. No completed provider
failure was rerun. Frozen measurement branches are unchanged by later
canonical metadata maintenance.
- Run `pnpm test:e2e:runner:stock-harness`, `pnpm test:e2e:runner:unit`,
and `pnpm test:e2e:runner:typecheck`. Select `stock-harness` explicitly
for paid execution; it is excluded from `--all`.

Prior-head integration: `36aa4d81c49a1a8f6f04b1a068fae19aa901955f`
replays this PR on merged hiring #14985
(`862a5758ba0e88a33232c1f1fa645e85c38a3113`), preserving the four
explicit custom-CEO-bundle checks, minimal generic manual boundary, and
both suites. The combined fixture catalog and hiring calibrations pass
67 assertions; exact-head stock prerequisites pass 599 assertions (598
TypeScript + 1 Rust), all six gates and retained-receipt verification,
zero providers/source errors, fingerprint
`a7f5a22d860a88fe20cce213c6d5e0004788f32c8363930729aea4fd740ad16d`. E2E
typecheck and 26-cell stock discovery pass. Fresh current-head CI passes
all 52 checks with two intentional skips, and fresh Greptile is 5/5 with
zero unresolved review threads.

The prior source-plan browser failure is retained: a deterministic
process fixture replayed its last `fixture:plan` command on
`chat_task_completed`, writing revision 2 with identical body after the
approval handoff. This was not paid provider execution. Rebased
current-head CI passes the same assertion without an old-head retry or a
change to that browser fixture.

The merged hiring change was measured separately on immutable matched
unions, with this reduced/shared/operational context and native
completion guidance held constant. [Complete original two-profile
report](https://github.com/paperclipai/paperclip/blob/f0512647656be78e48abd8c22a3078db8bf6bcd2/doc/plans/2026-10-02-hiring-template-live-comparison.md):
[candidate](https://github.com/paperclipai/paperclip/actions/runs/37075466208)
/ [historical
baseline](https://github.com/paperclipai/paperclip/actions/runs/37075469463),
705 provider-free prerequisites each. Both pairs are unchanged Fail →
Fail on the exact-five count, with six core delivery checks passing all
four cells; 28 actual successful runs include eight automatic completion
wakes, zero retries, four successful cleanups. Source-read coverage is
uncomparable, actual model charges unknown. Separately versioned
provider-free accounting remains analytical work; original verdicts are
preserved. This does not rerun or qualify the completed default-manual
or native campaigns.

## Risks

- Legacy ACP Claude's additional delivery loss is not closed by any
later matched run and blocks the no-extra-failing-behavior merge
criterion. Legacy document delivery may have relied on the prior
manual/shared prompts. The early skill repair improves Claude in one
trial; the later OpenCode pairs pass in both variants and cannot
establish causality or robust recovery. Both original-case links remain
deficient beneath the storage-only grade. The later issue-derived
reference correction has only provider-free validation. Native
finish/block descriptions must not be supplied to legacy agents.
- The comparison holds merged native Codex fix #14920 constant; it
cannot measure that fix's before/after task performance.
- These bounded skill/context/chat workflows do not measure general
coding quality. Unrepresented providers remain unqualified.
- Saved manuals and old Codex sessions are not automatically migrated.
Codex through ACP still has a separate base-instruction follow-up.

## Model Used

OpenAI Codex, GPT-6 family as identified by this session. The exact
deployment ID and context-window size are not exposed. The assistant
used reasoning, repository tools, code execution, and delegated PR/eval
work.

## Checklist

- [x] I have included a thinking path that traces from project context
to this change
- [x] I have specified the model used (with version and capability
details)
- [x] I have checked ROADMAP.md and confirmed this PR does not duplicate
planned core work
- [x] I have searched GitHub for duplicate or related PRs and linked
them above
- [x] I have either (a) linked existing issues with `Fixes: #` /
`Closes: #` / `Refs: #` OR (b) described the issue in-PR following the
relevant issue template
- [x] I have not referenced internal/instance-local Paperclip issues or
links (only public GitHub `#NNN` / `github.com/paperclipai/paperclip`
URLs)
- [x] My branch name describes the change (e.g. `docs/...`, `fix/...`)
and contains no internal Paperclip ticket id or instance-derived details
- [x] I have run tests locally and they pass (relevant suites and all
three unchanged narrow reruns pass; complete-run timing failures
retained in Verification)
- [x] I have added or updated tests where applicable
- [x] I have updated relevant documentation to reflect my changes
- [x] I have considered and documented any risks above
- [ ] All Paperclip CI gates are green on the new repair head
(prior-head checks retained above)
- [ ] Greptile is 5/5 with no open P2s, recommendations, or follow-ups
on the new repair head
- [x] I will address all Greptile and reviewer comments before
requesting merge

---------

Co-authored-by: Paperclip <noreply@paperclip.ing>
2026-10-03 12:32:42 -05:00

9.7 KiB

OpenCode skill routing and clickable delivery — 2026-10-02

TL;DR: 0 newly failing cells, 0 newly passing cells, 2 unchanged passes, and 0 pending pairs in this matched trial. Both document cases pass in both variants, so this does not establish that the metadata/link change caused the earlier failures to recover. Handoff remains imperfect in the original case: candidate uses a clickable link with the wrong PAP company prefix; baseline supplies only a bare prefix-less slug path. Neither defect is scored by the preserved original document-storage oracle. The explicit clickable-link cases deliver the correct RUN link in both variants.

The narrow correction expands the operational skill's stock discovery description to include Paperclip task/heartbeat work and document/file delivery. The early API recipe asks for a clickable Markdown link, and the reference shows a canonical UI-link example. The full skill stays on disk; the eight-word manual and shared prompts remain reduced. No full-body injection, adapter policy override or native tool guidance is added to legacy runs.

Classic OpenCode case Pre-correction skill Corrected skill Independent evidence and limitation
Original assigned skill, verbatim request Pass Pass Exactly one saved document with skill-only marker and persisted revision in each. Both handoff paths are deficient and outside this case's link-free oracle.
Explicit Paperclip storage with clarified clickable UI link Pass Pass Saved revision/content and exact clickable /RUN/issues/RUN-1#document-context-integrity-output in both.

Original machine results, source/configuration proof, tool-read sequence, costs and evidence hashes are preserved in the safe evidence projection. All four cells clean up successfully; none uses automatic disposition recovery or an extra attempt. No provider was rerun to improve these results.

Sources, admission and inspectable reports

  • Candidate fe9dc1e3c518825242ed889ab9c8352986f8c2ed, frozen branch codex/opencode-stock-routing-qualified: workflow, published dashboard and screenshots.
  • Baseline 0d7ecfa96d72fba79b7f0a25052b42c0686c0488, frozen branch codex/opencode-pre-routing-skill: workflow, published dashboard and screenshots.
  • Trusted default-branch workflows ran concurrently on separate targets. Each of four measured cells passed its own exact-source, credential-free 587-assertion prerequisite before provider credentials. Candidate source fingerprint is aeb792549146cc29eda779e83ae22d336276e31162f738a1dde85a82e7833902; baseline is 0315602ac6788cf0d65561a73cc85d790768ef90c6815257077a2381f961b96e.
  • Git tree comparison verifies 8,242 identical tracked files. Only the two operational skill sources and an explicit baseline provenance receipt differ. Models, effort, tools, auth, permissions, budgets, manual/shared prompts and behavioral fixtures/graders are fixed; both fixture configuration hashes match. Suite/source digest differences correctly include the changed skill bytes.
  • Local source preparation passed 918 E2E support tests, eight canonical inventory calibrations, skill validation, E2E typecheck, two-cell discovery and both exact-source prerequisites. Both capability inventories use the same declared source list. Initial setup mistakes remain retained and did not reach providers.

The explicit fixture now asks for a clickable company-prefixed Paperclip UI document link, matching its intended oracle. Bare paths and code-formatted paths fail calibration; correct relative/same-app absolute links pass. The original assigned-skill request and procedure remain verbatim. Earlier API-link grades are not retroactively changed, and these explicit results are not a direct repeat of the older “usable link” cohort.

Which guidance was read before delivery

In the candidate original assignment, OpenCode loads the assigned Context integrity output skill, then operational Paperclip before any document write. The returned Paperclip skill is marked truncated, but the early saved-document recipe and reference pointer are visible. It reads issue-documents.md, then writes the public task document through the API. This differs from the previously failing candidate, which first loaded Paperclip only in a separate disposition-recovery run after its local-only output.

The current baseline original assignment first loads the assigned output skill and writes a workspace Markdown file. It later loads Paperclip and reads the issue-document reference, then saves a public document before completing the same assignment. Thus its successful delivery did not require improved metadata; stock selection timing varies between trials. Both explicit variants load Paperclip and read the reference before the document API call. Four rendered final-state screenshots were inspected, and public document revisions/content and completion comments agree with the retained results.

The candidate original comment has an actual Markdown href /PAP/issues/RUN-1#document-context-integrity-output, despite the measured company prefix being RUN. Baseline's original comment has a bare /issues/runner-e2e-…#document-task-document path without a Markdown anchor. The candidate's literal prefix matches the reference's example, making example copying a plausible cause, but this trial does not isolate that cause. Authenticated click navigation was not replayed after cleanup; neither original link is presented as a verified usable handoff. A minimal follow-up can show an issue-derived prefix instead of a literal company example. These original machine passes must not be presented as fully correct links.

Timing, usage and cost

Four provider turns were expected and four assignment runs occurred. All four ledger receipts contain token usage and reported LLM cost. Local runtime remains unmetered; actual external billing is not established.

Case Baseline provider seconds Candidate provider seconds Baseline cell seconds Candidate cell seconds Baseline reported USD Candidate reported USD
Original 25.870 67.897 46.285 89.455 0.0058472545 0.0041383700
Explicit clickable storage 73.984 82.751 94.804 102.901 0.0049436470 0.0066440790

Reported LLM totals are $0.0107909015 baseline and $0.0107824490 candidate. The candidate original case takes longer in this trial; these single observations, different cache/token receipts and unmetered runtime do not establish general speed, cost or quality equivalence.

Preserved failures and scope

The original combined prompt-removal report still records two new classic Claude/OpenCode document-delivery failures, two OpenCode ordered-case improvements, and separate unchanged credential/chat failures. The first recipe repair report still records Claude's improvement, OpenCode's unresolved local-only output, and the candidate's worse non-clickable explicit handoff. New successes do not erase those earlier observations or establish robustness.

This comparison qualifies only classic OpenCode's two selected journeys. Existing classic Codex/Claude/OpenCode and ACP Codex skill mounts were audited; ACP Claude's names/root-only metadata and unsupported custom ACP delivery remain separate. Hermes/Pi/OpenClaw are not live-qualified here. Native completion descriptions and hiring templates have separate changes and measurements. Both PRs remain draft; no merge or further paid breadth is part of this report.

Provider-free follow-up after measurement

The approved reference-only follow-up replaces the literal PAP link with a JavaScript construction using the current issue.identifier and the successful write receipt's saved.key. It is a later source change, not live-qualified by the frozen candidate above. The independent storage grader now calibrates a wrong-company link as failure, and executes the shipped recipe against two other company prefixes plus a locked-write redirected document key. All 25 focused document/source-digest tests, eight inventory calibrations, canonical generated metadata checks and E2E typecheck pass. An initial sandboxed support attempt denied localhost/tsx pipe creation; the failed attempt is retained, with its affected files rerun unchanged under permitted local execution: 906 assertions passed in the original 921-assertion attempt, and all 82 selected assertions passed in the permitted retry, including every originally failed assertion. No new model calls or old verdict changes are part of this follow-up.

Fresh native-PR review caught a supported edge case in that later recipe: issue.identifier may be null. The recipe now uses the current issue ID in the unprefixed UI route when no identifier exists. Provider-free tests cover both null and absent identifiers, preserving the returned document key. Source review confirms that the board resolves the loaded issue's actual company and preserves the document hash; no agent-side company fetch is needed. This route logic also corrects wrong prefixes, so the frozen candidate's PAP href is noncanonical, not a proven broken link. No authenticated click replay or further model run was made. The previous 4/5 review and local setup/timing failures remain retained; current focused document/source/manifest/admission checks pass 56 assertions and E2E typecheck passes. This correction still has no live qualification.